Label Studio
Integrates with Label Studio's data labeling platform to manage annotation projects, import tasks, handle predictions, and streaml
Label Studio MCP server by HumanSignal that provides AI assistants with programmatic access to Label Studio data labeling platform through the official label-studio-sdk. The implementation offers comprehensive project management capabilities including creating projects with XML labeling configurations, importing tasks from JSON files, and managing predictions, alongside task-level operations for retrieving data, annotations, and adding model predictions to specific tasks. Built with Python using FastMCP and requiring Label Studio API credentials, it serves teams building AI-powered labeling workflows, data scientists needing conversational access to annotation projects, and organizations integrating Label Studio into broader machine learning pipelines where natural language interaction with labeling infrastructure streamlines data preparation and model training processes.
Source
Repository: https://github.com/humansignal/label-studio-mcp-server
Maintain Label Studio?
Let people know it's listed here — add the badge (live metrics, light/dark aware) or a plain link to your README or docs.
[Label Studio on getagentictools](https://getagentictools.com/mcp/humansignal-label-studio-mcp-server?ref=badge) Related mcp
Cloudwright Converts natural language infrastructure descriptions into cloud infrastructure specifications and IaC templates with 18 tools.
Apifox Integrates with Apifox platform for managing APIs, schemas, folders, tags, and testing workflows
Cyclops Provides safe Kubernetes application management through template-based deployments using the Cyclops framework, enabling creation
LibreNMS Query devices, ports, alerts, and manage LibreNMS network monitoring infrastructure with read and write operations.
Kingdee K3Cloud Query and operate Kingdee K3Cloud ERP systems through natural language with 15 tools for reading, writing, and auditing business r
Plausible Analytics Queries Plausible Analytics traffic metrics, conversions, and period comparisons via MCP.